GitMCP vs ai-driven-development
GitMCP is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). ai-driven-development is a plugin bundle for AI coding tools published by CodeAlive-AI. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-17. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace | ||
|---|---|---|
| Docker MCP Catalog | Listed Version: not stated No figure published Not marked · First seen |
Not listed |
| Community marketplace codealive-ai/ai-driven-development | Not listed | Listed Version: 10.0.1 Forks (GitHub): 15 Stars (GitHub): 163 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | GitMCP | ai-driven-development |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | No figure on GitHub | 163 |
| Forks (GitHub) (differs) | No figure on GitHub | 15 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (gitmcp.io/docs) | Installs as a plugin bundle |
| Transport (differs) | Streamable HTTP | Not stated |
| Tools it declares (differs) | 5 | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | Not a bundle | 22 |
| Licence (differs) | Apache-2.0 | MIT |
| Repository (differs) | Not stated | github.com/codealive-ai/ai-driven-development |
| Changes in the last 7 days (differs) | 0 | 2 |
| First seen (differs) | 2026-10-11 | 2026-10-15 |
| Endpoint at the last check (differs) | Responded 2 days ago | no remote endpoint we check |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
GitMCP
Tools for interacting with Git repositories.
ai-driven-development
An umbrella collection of 23 skills + 1 hook for AI-driven development: agent self-configuration (MCP / hooks / settings / skills / plugins / cross-agent repository readiness / safe CLI installation), engineering practices (maintainable complexity, prompt engineering, FPF problem solving, bug-fix protocol, planning gate, repository-history investigation, repository activity summary, C# refactoring), AI infrastructure (OpenRouter endpoint ranking and routing), research & docs (Semantic Scholar deep research, URL-to-Markdown, ubiquitous-language thesaurus), macOS & Windows health & cleanup, and niche utilities (clipboard, Windows QA). Plus a Claude Code Bash safety hook.
How to run each
GitMCP As a remote MCP server
claude mcp add --transport http gitmcp https://gitmcp.io/docsai-driven-development As a Claude Code plugin
/plugin marketplace add codealive-ai/ai-driven-development
/plugin install ai-driven-development@ai-driven-developmentCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only GitMCP has a remote endpoint we check. How we check endpoints
Tools each declares
The marketplaces of ai-driven-development publish no list of tools, so we do not compare tools.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: GitMCP · What it can do: ai-driven-development · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.